Frédéric PASCAL

Professor

L2S, CentraleSupélec
Bât. Breguet C4.13b
3 rue Joliot Curie
91190 Gif-sur-Yvette, France

+33 (0)1 69 85 17 28

Publications

BioGraphy

Journal articles

2021

MIMO Filters based on Robust Rank-Constrained Kronecker Covariance Matrix Estimation

Breloy, Ginolhac, Gao, Pascal
Signal process., 187, Elsevier, p. 108-116, 2021

A Riemannian Framework for Low-Rank Structured Elliptical Models

Bouchard, Breloy, Ginolhac, Renaux, Pascal
IEEE Transactions on Signal Processing, 69, p. 1185-1199, 2021
2020

Shrinking the eigenvalues of M-estimators of covariance matrix

Ollila, Palomar, Pascal
IEEE Transactions on Signal Processing, p. 256 – 269, 2020

Improving portfolios global performance using a cleaned and robust covariance matrix estimate

Jay, Soler, Terreaux, Ovarlez, Pascal, de Peretti, Chorro
Soft Computing, 2020

Robust Semiparametric Efficient Estimators in Complex Elliptically Symmetric Distributions

Fortunati, Renaux, Pascal
IEEE Transactions on Signal Processing, 68, p. 5003-5015, 2020

On the performance of robust plug-in detectors using M-estimators

Drašković, Breloy, Pascal
Signal process., 167, Elsevier, p. 107282, 2020
2019

$M$ -NL: Robust NL-Means Approach for PolSAR Images Denoising

Draskovic, Pascal, Tupin
IEEE geosci. remote sens. lett., 16 (6), IEEE – Institute of Electrical and Electronics Engineers, p. 997-1001, 2019

On the Asymptotics of Maronna’s Robust PCA

Draskovic, Breloy, Pascal
IEEE Transactions on Signal Processing, 67 (19), p. 4964-4975, 2019

Conference papers

2022

Désentrelacement et classification des émetteurs RADARs basés sur l’utilisation des distances de Transport Optimal

Mottier, Chardon, Pascal
Conference on Artificial Intelligence for Defense, Rennes, France, 2022

Désentrelacement et classification de signaux RADAR basés sur des distances de transport optimal

Mottier, Chardon, Pascal
XXVIIIème Colloque Francophone de Traitement du Signal et des Images GRETSI 2022, Nancy, France, 2022

Riemannian classification of EEG signals with missing values

Hippert-Ferrer, Mian, Bouchard, Pascal
European Signal Processing Conference (EUSIPCO), Belgrade, Serbie, 2022

RADAR Emitter Classification with Optimal Transport Distances

Mottier, Chardon, Pascal
European Signal Processing Conference (EUSIPCO), Belgrade, Serbie, 2022

A Convex Formulation for the Robust Estimation of Multivariate Exponential Power Models

Ouzir, Pesquet, Pascal
ICASSP 2022 – 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Singapore, France, 2022

Robust classification with flexible discriminant analysis in heterogeneous data

Houdouin, Wang, Jonckheere, Pascal
International Conference on Acoustics, Speech and Signal Processing, Singapour, Singapour, 2022
2021

Improved estimation of the degree of freedom parameter of multivariate t-distribution

Pascal, Ollila, Palomar
2020 29th European Signal Processing Conference (EUSIPCO), Dublin (virtual), Irlande, 2021

On Change Detection for Polsar Image Time Series: A New Clustering Approach

Roizman, Ginolhac, Jonckheere, Pascal
2021 IEEE Statistical Signal Processing Workshop (SSP), Rio de Janeiro, Brésil, 2021

Deinterleaving and Clustering unknown RADAR pulses

Mottier, Chardon, Pascal
IEEE Radar Conference 2021, ATLANTA (virtual), États-Unis, 2021

Books

2021
Chapitres d’ouvrages scientifiques

An Overview of Covariance‐based Change Detection Methodologies in Multivariate SAR Image Time Series

Mian, Ginolhac, Ovarlez, Breloy, Pascal
in Change Detection and Image Time Series Analysis 1, Wiley, 2021

A Comparative Study of Statistical-Based Change Detection Methods for Multidimensional and Multitemporal SAR Images

Mian, Pascal
in Advances in Condition Monitoring and Structural Health Monitoring, pp. 189-206, Springer Singapore, 2021
2019
Autres ouvrages scientifiques

Improving portfolios global performance using a cleaned and robust covariance matrix estimate

Jay, Soler, Terreaux, Ovarlez, Pascal, de Peretti, Chorro
2019
2015
Chapitres d’ouvrages scientifiques

Covariance Matrix Estimation in SIRV and Elliptical Processes and Their Applications in Radar Detection

Ovarlez, Pascal, Forster
in Modern Radar Detection Theory, pp. 295-332, Scitech Publishing, 2015
2014
Autres ouvrages scientifiques

Recent advances in adaptive radar detection

Greco, Pascal, Ovarlez
2014
2013
Chapitres d’ouvrages scientifiques

On the use of Matrix Information Geometry for Polarimetric SAR Image Classification

Formont, Ovarlez, Pascal
in Matrix Information Geometry, pp. 257-276, Springer Berlin Heidelberg, 2013
2010
Autres ouvrages scientifiques

Patents and software

These/HDR

2006
Thèses

Détection et Estimation en Environnement non Gaussien

Pascal
Université de Nanterre – Paris X, 2006